oumersalah2-cmd/gebere-vision-ai

AI-powered Telegram bot that diagnoses crop diseases for Ethiopian farmers in Amharic and Afaan Oromo - built with Node.js, Groq AI, PostgreSQL and Supabase # 🌱 Gebere Vision AI (ገበሬ ቪዥን) > **A Digital Agronomist in Every Farmer's Pocket — For Free.** Gebere Vision AI is a zero-friction, voice-enabled, and image-based crop disease diagnostics bot designed for smallholder farmers in developing agricultural hubs (starting in Ethiopia). Operating over Telegram to bypass internet-bandwidth and app-install hurdles, it provides diagnostic reports and CABI-grounded remedies in under 30 seconds while simultaneously registry-mapping harvests to connect cooperatives directly to B2B buyers. --- ## 🚀 Core Value Proposition * **Zero-Friction Engagement**: Operates entirely within Telegram — no app store downloads, updates, or accounts required. * **Multilingual Voice Capabilities**: Integrated Whisper STT/TTS allows illiterate or semi-literate farmers to query in Amharic, Afaan Oromo, English, and Arabic via voice notes. * **CABI Plantwise Grounded RAG**: Eliminates LLM hallucinations by restricting answers strictly to certified, peer-reviewed agronomic treatment databases. * **Broker disintermediation Wedge**: Diagnostic coordinates and quality reports feed a B2B Produce Marketplace, helping cooperatives list verified quality harvests directly to millers and exporters. --- ## 🛠 Features & Architecture ```mermaid graph TD A[Farmer / Telegram Bot] -->|Upload Photo + Voice| B[FastAPI Gateway] B -->|Voice Transcription| C[Whisper AI] B -->|Image Spotting| D[Crop Vision Model] C --> E[Central Orchestrator] D --> E E -->|Search Context| F[Vector DB / CABI Knowledge Base] F -->|RAG Answers| G[Gemini 1.5 Pro / Llama 3] G -->|Response Text + Audio| B B -->|Instant Diagnostics + Cure Guide| A E -->|Harvest Quality & Location Forecasts| H[B2B Produce Marketplace] ``` ### 1. Multimodal Vision Diagnostics * Optimized to detect crop rusts, berry spots, and leaf blight lesions. * Returns high-accuracy confidence scores. ### 2. Double-Shield Treatment Guides * **Green (Organic/Cultural)**: Biological controls, crop rotation, and cultural …